James Oldfield

According to our database, James Oldfield authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Bilinear Models of Parts and Appearances in Generative Adversarial Networks.

James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.

James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras

CoRR, 2024

2023

Parts of Speech-Grounded Subspaces in Vision-Language Models.

James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs.

James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes.

James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou

IEEE Trans. Neural Networks Learn. Syst., 2022

ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences.

Christos Tzelepis, James Oldfield, Georgios Tzimiropoulos, Ioannis Patras

CoRR, 2022

Cluster-guided Image Synthesis with Unconditional Models.

Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Tensor Methods in Computer Vision and Deep Learning.

Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou

Proc. IEEE, 2021

Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer.

Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic

Int. J. Comput. Vis., 2021

Tensor Component Analysis for Interpreting the Latent Space of GANs.

James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views.

Giannis Ashiotis, James Oldfield, Charalambos Chrysostomou, Theodoros Christoudias, Mihalis A. Nicolaou

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Enhancing Facial Data Diversity with Style-based Face Aging.

Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Detecting Early Parkinson's Disease from Keystroke Dynamics using the Tensor-Train Decomposition.

Oroojeni M. J. Hooman, James Oldfield, Mihalis A. Nicolaou

Proceedings of the 27th European Signal Processing Conference, 2019